Search form

Bayesian inference

The course aims to provide students with basic understanding of modern Bayesian inference methods. The course will emphasize and discuss methods which have application in robotics, natural language processing, data mining, web search.

The course will be presented in English and it will be based on the the machine learning course 4F13 taught by Carl Edward Rasmussen and Zoubin Ghahramani at Cambridge University Engineering Department. The following link includes slides from this course as well as the practicals that the students are expected to do: http://mlg.eng.cam.ac.uk/teaching/4f13/1213/